211-Benchmarking Multimodal Omics Integration Methods

This paper systematically benchmarks forty computational methods for integrating single-cell multimodal omics data. The authors categorize the integration methods into four types—vertical, diagonal, mosaic, and cross—and evaluate their performance across seven crucial tasks, including dimension reduction, clustering, batch correction, and spatial registration. Using a variety of real and simulated...去小宇宙查看完整单集简介
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